As AI systems continue to scale across industries, organizations are realizing that the AI supply chain is fundamentally different from traditional software supply chains. Models evolve continuously, training data shifts, dependencies change rapidly, and third-party components introduce new risks. To manage this complexity, the AI Bill of Materials (AIBOM) requires a clear and practical operational foundation—one that teams can confidently adopt, implement, and maintain.
This is where the Foundational Best Practices / Operational Guide workstream comes in.
Most teams want to adopt AIBOM but face a common challenge:
“Where do we start, and how do we operationalize it across our workflows?”
Organizations need more than just a standard or a specification. They need:
- Clarity on what to capture
- Consistency in how to generate AIBOM artifacts
- Confidence that the process is repeatable, scalable, and secure
- Guidance on how AIBOM connects to existing tools, pipelines, and governance frameworks
Without a well-defined operational guide, implementations become fragmented, inconsistent, and difficult to trust.
AIBOM needs a shared playbook—and that is exactly the purpose of this workstream.
Goal of the Workstream
To build a practical, ready-to-use operational playbook that helps stakeholders understand, adopt, and apply AIBOM best practices for securing and governing the AI supply chain.
This playbook ensures that organizations can move from concept to execution with clarity, consistency, and confidence.
This workstream is currently active, and we invite contributors to join the discussion and shape the future of AI supply chain security: #project-aibom-best-practices
